The invention discloses a road congestion prediction method, apparatus and device, and a computer storage medium. The method comprises the steps of obtaining signaling data of a base station; sequencing the position information of the base station to obtain time sequence data of the user equipment; determining a user motion direction according to the base station position information; deleting data deviating from the target motion direction in the time sequence data through a vectorization screening method according to the motion direction of the user to obtain second communication data; according to the position information of the remaining base stations in the second communication data, matching with the matching information of the base stations and the road points; calculating the road section average speed of the same road section passing through the road in the same time period; determining a road section congestion index according to the smooth speed and the road section average speed; and determining the road section as a congested road section according to the road section congestion index, the behavior information of the user and the bearing information of the road section. According to the embodiment of the invention, before the traffic jam occurs, the jam condition can be predicted more accurately, and the travel experience of travelers can be improved practically.

    本申请公开了一种道路拥堵预测方法、装置、设备及计算机存储介质,包括:获取基站的信令数据;对基站位置信息进行排序,得到用户设备的时间序列数据;根据基站位置信息确定用户运动方向;根据用户运动方向通过向量化筛选方法删除时间序列数据中偏离目标运动方向的数据,得到第二通信数据;根据第二通信数据中的剩余基站位置信息,与基站和路点的匹配信息进行匹配;计算同一时间段内经过道路同一路段的路段平均速度;根据畅通时的速度和路段平均速度确定路段拥堵指数;根据路段拥堵指数、用户的行为信息和路段的承载信息,确定路段为拥堵路段。根据本申请实施例,在交通拥堵发生前,更准确预测拥堵情况,切实改善出行者出行体验。


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    Title :

    Road congestion prediction method, device and equipment and computer storage medium


    Additional title:

    道路拥堵预测方法、装置、设备及计算机存储介质


    Contributors:
    ZHOU XINFEI (author)

    Publication date :

    2023-10-20


    Type of media :

    Patent


    Type of material :

    Electronic Resource


    Language :

    Chinese


    Classification :

    IPC:    G08G Anlagen zur Steuerung, Regelung oder Überwachung des Verkehrs , TRAFFIC CONTROL SYSTEMS / H04W WIRELESS COMMUNICATION NETWORKS , Drahtlose Kommunikationsnetze



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